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143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 | Training and Validation Metrics Per Epoch ================================================== Epoch 1 Training Accuracy: 0.9702 Validation Accuracy: 0.9954 Training Loss: 0.0933 Validation Loss: 0.0199 -------------------------------------------------- Epoch 2 Training Accuracy: 0.9912 Validation Accuracy: 0.9971 Training Loss: 0.0285 Validation Loss: 0.0110 -------------------------------------------------- Epoch 3 Training Accuracy: 0.9938 Validation Accuracy: 0.9975 Training Loss: 0.0201 Validation Loss: 0.0086 -------------------------------------------------- Epoch 4 Training Accuracy: 0.9953 Validation Accuracy: 0.9982 Training Loss: 0.0149 Validation Loss: 0.0065 -------------------------------------------------- Epoch 5 Training Accuracy: 0.9962 Validation Accuracy: 0.9979 Training Loss: 0.0118 Validation Loss: 0.0060 -------------------------------------------------- Epoch 6 Training Accuracy: 0.9970 Validation Accuracy: 0.9986 Training Loss: 0.0097 Validation Loss: 0.0045 -------------------------------------------------- Epoch 7 Training Accuracy: 0.9976 Validation Accuracy: 0.9986 Training Loss: 0.0088 Validation Loss: 0.0045 -------------------------------------------------- Epoch 8 Training Accuracy: 0.9973 Validation Accuracy: 0.9986 Training Loss: 0.0082 Validation Loss: 0.0040 -------------------------------------------------- Epoch 9 Training Accuracy: 0.9978 Validation Accuracy: 0.9988 Training Loss: 0.0075 Validation Loss: 0.0033 -------------------------------------------------- Epoch 10 Training Accuracy: 0.9978 Validation Accuracy: 0.9989 Training Loss: 0.0069 Validation Loss: 0.0027 -------------------------------------------------- Epoch 11 Training Accuracy: 0.9979 Validation Accuracy: 0.9989 Training Loss: 0.0059 Validation Loss: 0.0028 -------------------------------------------------- Epoch 12 Training Accuracy: 0.9982 Validation Accuracy: 0.9989 Training Loss: 0.0057 Validation Loss: 0.0027 -------------------------------------------------- Epoch 13 Training Accuracy: 0.9982 Validation Accuracy: 0.9988 Training Loss: 0.0053 Validation Loss: 0.0026 -------------------------------------------------- Epoch 14 Training Accuracy: 0.9986 Validation Accuracy: 0.9989 Training Loss: 0.0044 Validation Loss: 0.0024 -------------------------------------------------- Epoch 15 Training Accuracy: 0.9987 Validation Accuracy: 0.9988 Training Loss: 0.0046 Validation Loss: 0.0021 -------------------------------------------------- Epoch 16 Training Accuracy: 0.9988 Validation Accuracy: 0.9990 Training Loss: 0.0039 Validation Loss: 0.0022 -------------------------------------------------- Epoch 17 Training Accuracy: 0.9987 Validation Accuracy: 0.9985 Training Loss: 0.0044 Validation Loss: 0.0034 -------------------------------------------------- Epoch 18 Training Accuracy: 0.9986 Validation Accuracy: 0.9994 Training Loss: 0.0040 Validation Loss: 0.0023 -------------------------------------------------- Epoch 19 Training Accuracy: 0.9986 Validation Accuracy: 0.9991 Training Loss: 0.0043 Validation Loss: 0.0022 -------------------------------------------------- Epoch 20 Training Accuracy: 0.9989 Validation Accuracy: 0.9990 Training Loss: 0.0036 Validation Loss: 0.0020 -------------------------------------------------- Epoch 21 Training Accuracy: 0.9986 Validation Accuracy: 0.9990 Training Loss: 0.0041 Validation Loss: 0.0020 -------------------------------------------------- Epoch 22 Training Accuracy: 0.9986 Validation Accuracy: 0.9993 Training Loss: 0.0041 Validation Loss: 0.0022 -------------------------------------------------- Epoch 23 Training Accuracy: 0.9990 Validation Accuracy: 0.9994 Training Loss: 0.0033 Validation Loss: 0.0015 -------------------------------------------------- Epoch 24 Training Accuracy: 0.9988 Validation Accuracy: 0.9992 Training Loss: 0.0040 Validation Loss: 0.0017 -------------------------------------------------- Epoch 25 Training Accuracy: 0.9990 Validation Accuracy: 0.9992 Training Loss: 0.0029 Validation Loss: 0.0024 -------------------------------------------------- Epoch 26 Training Accuracy: 0.9990 Validation Accuracy: 0.9993 Training Loss: 0.0032 Validation Loss: 0.0014 -------------------------------------------------- Epoch 27 Training Accuracy: 0.9991 Validation Accuracy: 0.9991 Training Loss: 0.0027 Validation Loss: 0.0018 -------------------------------------------------- Epoch 28 Training Accuracy: 0.9991 Validation Accuracy: 0.9991 Training Loss: 0.0028 Validation Loss: 0.0016 -------------------------------------------------- Epoch 29 Training Accuracy: 0.9994 Validation Accuracy: 0.9995 Training Loss: 0.0025 Validation Loss: 0.0023 -------------------------------------------------- Epoch 30 Training Accuracy: 0.9991 Validation Accuracy: 0.9993 Training Loss: 0.0027 Validation Loss: 0.0018 -------------------------------------------------- |